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Clean Vehicle Rebate Project:F l C ll El t i V hi l D t d L L iFuel‐Cell Electric Vehicle Data and Lessons Learning
C FCP E ti B d M ti 18 O t b 2016 W tCaFCP Executive Board Meeting, 18 October 2016, West SacramentoBrett Williams,M.Phil. (cantab), Ph.D. – Principal Advisor, Clean Transportation
Thanks also to John Anderson, Kipp Searles, Clair Johnson, Colin Santulli, and others at CSE
Center for Sustainable Energy (CSE)
Building Clean DistributedBuilding Performance
Clean Transportation
Distributed Generation
Energy Efficiency
Energy Storage
Renewable Energy
2
CSE’s Plug-In & Fuel-Cell Electric Vehicle (EV) Activities
Incentives Design Consumer & Dealer Stakeholder g& Administration Outreach Engagement
Fleet Assistance& Clean Cities
PEV, Alt.‐Fuel, & ZEV Planning &
I l i
2nd Life Battery Research & Vehicle‐
3
& Clean Cities Implementation Grid Integration
CSE has processed >163k rebates totaling ~$350M
California (CVRP), 2010–present
• Air Resources Board• 2007 Legislation (AB118, then AB8) allowing g ( , ) g
vehicle registration fees• Greenhouse Gas Reduction Fund
Massachusetts (MOR‐EV), 2014–present
• Department of Energy Resources• Regional Greenhouse Gas InitiativeRegional Greenhouse Gas Initiative
Connecticut (CHEAPR) 2015 presentConnecticut (CHEAPR), 2015–present
• Department of Energy & Environmental Protection• Utility Settlement• Vehicle rebate and dealer incentive (consumer can also assign vehicle rebate to dealer)
4
Vehicle rebate and dealer incentive (consumer can also assign vehicle rebate to dealer)
Outline
• What FCEV incentives are available?
• What FCEV data are available?What FCEV data are available?
• What are we seeing so far?V hi l– Vehicles
– Consumers
• What else will we know?
• What are we doing for PEVs that we might do for FCEVs?
• Wrap up
5
p p
EV Incentive Programs: Rebate Amounts
Fuel Cell
All‐Battery
Fuel‐Cell Electric Vehicles
$2 500
$5,000
$2 500
$2,500 $5,000
$3,000 > 25 kWh$1 500 20 t 25 kWh$3,000 > 25 kWh$1 500 20 t 25 kWh
Electric Vehicles
Plug‐in Hybrid l i hi l
$2,500
$2,500 (i3 REx)
$1 500
$2,500
$2,500 (>10kWh)
$1 500
$3,000 > 18 kWh$1,500 10 to 18 kWh$3,000 > 18 kWh$1,500 10 to 18 kWh
$1,500 20 to 25 kWh$750 < 20 kWh
$1,500 20 to 25 kWh$750 < 20 kWh
Electric Vehicles
Neighborhood Electric Vehicles
$1,500
$900
$1,500
*MSRP > $60k = $1,000 *MSRP < $60k only
$ ,$750 < 10 kWh
$ ,$750 < 10 kWh
DealerElectric Vehicles
Zero‐EmissionMotorcycles
$900 $750
Dealerincentive: $300
7
Motorcycles
Increased Rebate Amounts for Low-to-Moderate-Income (LMI) Consumers
• Increased rebate for households with
Persons in household
MaxIncome
incomes ≤300% of the federal poverty level (FPL)
household Income
1 $35,6402 $48,060(FPL)
• As of November 1, 2016:– The increased rebate
3 $60,4804 $72,9005 $85 320
amount will become $2,000
– Prioritization of rebate
5 $85,3206 $97,7407 $110,1908 $122 670Prioritization of rebate
payments to low income consumers
8 $122,670
8
Statewide Monetary Incentives (as of 1 Nov.)
CVRP CVRP‐LMI (≤300% FPL)
Hydrogen Fuel‐Cell
Battery Electric $2 500 $4 500
Hydrogen Fuel‐Cell Electric Vehicles
$5,000 $7,000
Vehicles (& i3 REx)
Plug‐in Hybrid Electric V hi l
$2,500
$1,500
$4,500
$3,500Vehicles
NeighborhoodElectric Vehicles
$ ,
$900
$ ,
$900Electric Vehicles
Zero‐EmissionMotorcycles
$900 $900
9
Motorcycles
Where can I get the data?: CSE Transparency ToolsAlso e facts comP bli li i t ti d hb d f ilit t i f d ti Also: zevfacts.com• Public, online, interactive dashboards facilitate informed action
– Data characterizing >163,000 EVs and consumers
– ~$350M in rebates processed
– >19,000 survey responses statistically represent >90,000 consumers
cleanvehiclerebate.org
ct.gov/deep
11
mor‐ev.org
Cumulative California EV Sales (New Registrations)
160 000
180,000
200,000 ~187,200 registered thru 2015
120,000
140,000
160,000
80,000
100,000
PHEVBEVx
20,000
40,000
60,000 BEVxBEVFCEV
‐
20,000
1 2010
1 2011
1 2012
1 2013
1 2014
1 2015
13
Q1
Q1
Q1
Q1
Q1
Q1
Includes content supplied by R.L. Polk & Co.; Copyright © R.L. Polk & Co., 2015. All rights reserved
Cumulative California FCEV Rebates
700
800
670 rebates thru Q3 2016*
500
600
300
400
100
200
0
Q1 2010
Q1 2011
Q1 2012
Q1 2013
Q1 2014
Q1 2015
Q1 2016
14
Q Q Q Q Q Q Q
*Approved rebate applications thru September 2016 as of 10 October 2016 (subject to change).
By County: New Clean Vehicle Registrations (thru Dec 2015)
& FCEV Rebates (thru Sep 2016*)Pl i EV i i F l ll EV bPlug‐in EV registrations Fuel‐cell EV rebates
3,649 14, 14
28,567 44
49,151 284
15
14,354
Includes content supplied by R.L. Polk & Co.; Copyright © R.L. Polk & Co., 2015. All rights reserved.Approved rebate applications thru 30 September 2016 as of 10 October 2016 (subject to change).
4
Vehicle Replacement (vs. Additional Vehicle)
Percent that Replaced a Previous Vehiclea Previous Vehicle
Plug‐in hybrid EVs 83%All‐battery EVs (non‐Tesla) 66%Fuel‐cell EVs 79%
16Source: CV Consumer Survey
PHEVs and BEVs: n=9,744, surveyed Jun ‘15 thru Mar ‘16FCEVs: n=47, surveyed Jul ’16 thru Sep ‘16
Weighted EV Consumer Survey (CVRP vehicles acquired Sep 2012 thru May 2015)
18Center for Sustainable Energy (2016). CVRP Infographic: What Drives California’s Plug‐in Electric Vehicle Owners? Retrieved 9/20/2016 from https://cleanvehiclerebate.org/eng/content/infographic‐what‐drives‐california‐plug‐electric‐vehicle‐owners
Data Summary
CVRP “EV Consumer Survey” FCEV responses to CVRP “CV Consumer Survey”
Responses 19,460 47
Purchase/lease dates Sept 2012 – May 2015 March 2016‐ Sept 2016
Weighted to represent 91,085 program Not yetWeighted to represent 91,085 program participants by model, county, and buy vs. lease
Not yet
Caveat emptor!Caveat emptor!(for now)
19
Majority Characteristics of CVRP Consumers
CVRP‐AllNew‐vehicle “i t d ”
CVRP‐FCEV (Cl V hi l
(EV Consumer Survey 2014) “intenders”(CHTS 2012)
(Clean Vehicle Consumer Survey 2016)
40–59 years old 55% 52% 59%≥ Bachelor’s 82% 66% 83%Postgraduate
%49%
%34%
%40%
Male 74% 49% 80%White/Caucasian 63% 76% 50%Detached homes 80% 75% 78%$50‒200k/y
household income62% 58% 47%
20 Weighted CVRP data
Majority Characteristics of CVRP Consumers
CVRP‐AllNew‐vehicle “i t d ”
CVRP‐FCEV (Cl V hi l
(EV Consumer Survey 2014) “intenders”(CHTS 2012)
(Clean Vehicle Consumer Survey 2016)
40–59 years old 55% 52% 59%≥ Bachelor’s 82% 66% 83%Postgraduate
%49%
%34%
%40%
Male 74% 49% 80%White/Caucasian 63% 76% 50%Detached homes 80% 75% 78%$50‒200k/y
household income62% 58% 47%
21 Weighted CHTS and CVRP data
Majority Characteristics of CVRP Consumers
CVRP‐AllNew‐vehicle “i t d ”
CVRP‐FCEV (Cl V hi l
(EV Consumer Survey 2014) “intenders”(CHTS 2012)
(Clean Vehicle Consumer Survey 2016)
40–59 years old 55% 52% 59%≥ Bachelor’s 82% 66% 83%Postgraduate
%49%
%34%
%40%
Male 74% 49% 80%White/Caucasian 63% 76% 50%Detached homes 80% 75% 78%$50‒200k/y
household income62% 58% 47%
22 Weighted CHTS data
FCEV Consumers: Ethnicity
23Source: Clean Vehicle Consumer Survey
FCEV Respondents: 47Purchase/lease dates: March 2016‐ Sept 2016
FCEV Consumers: Household Income
24Source: Clean Vehicle Consumer Survey
FCEV Respondents: 47Purchase/lease dates: March 2016‐ Sept 2016
FCEV Consumers: Information Sources
25Source: Clean Vehicle Consumer Survey
FCEV Respondents: 47Purchase/lease dates: March 2016‐ Sept 2016
FCEV Consumers: Primary Motivation
26Source: Clean Vehicle Consumer Survey
FCEV Respondents: 47Purchase/lease dates: March 2016‐ Sept 2016
FCEV Consumers: Rebate Influence
27Source: Clean Vehicle Consumer Survey
FCEV Respondents: 47Purchase/lease dates: March 2016‐ Sept 2016
FCEV Consumers: Concerns about FCEVs
28Source: Clean Vehicle Consumer Survey
FCEV Respondents: 47Purchase/lease dates: March 2016‐ Sept 2016
FCEV Consumers: Station Usage
29Source: Clean Vehicle Consumer Survey
FCEV Respondents: 47Purchase/lease dates: March 2016‐ Sept 2016
Survey topics
• Demographics, attitudes, and housing characteristics
• Household fleet characteristics• Motivations for adoptionp• Fueling situation and preferences• Vehicle perceptions and barriers to adoptionVehicle perceptions and barriers to adoption• Impact of incentives and benefits on adoption• Experience at the dealership• Experience at the dealership• Experience while researching a new vehicle
31
Consumer research and analysis• Target Consumer Segments: Converts, Rebate Essentials
(forthcoming Oct 2016 pres and Jan 2017 paper)
• Progress in Disadvantaged Communities (forthcoming pres, Oct 2016)
• Information Channels (EV Roadmap pres, 2016)
– Exposure & importance of various channels, consumer time spent researching various topics
• Infographics– Overall (CVRP infographic , 2016)– Disadvantaged Communities (forthcoming, Oct 2016)g ( g )
• Characterization of Participating Vehicles and Consumers (CVRP research workshop pres, 2015)
• Program Participation by Vehicle Type and County (CVRP brief 2015)
• Dealer services: Importance and Prevalence (EF pres 2015)Also:
• Evaluation of the CT Dealer Incentive (f th i O t 2016)
33
• Evaluation of the CT Dealer Incentive (forthcoming pres, Oct 2016)
Summary• FCEVs are eligible for a $5,000 rebate ($7,000 for LMI households)
• A wide variety of 3‐state program and market data is available onlineonline
• Q3 2016 saw more FCEV rebates generated than the entire history of the CVRP combined
• FCEV consumer survey data is now starting to accumulate, highlighting potential differences with plug‐in vehicle adopters– Early indications, if they prove robust with more data, reinforce:y , y p ,
– The importance of environmental motivations and incentives and
– Concerns about the number of stations and adoption costs
• Ongoing work segmenting and characterizing CVRP participants• Ongoing work segmenting and characterizing CVRP participants overall will increasingly shed light on FCEV markets
35
Thank You for Your Attention
What would you like to know more about?What would you like to know more about?What decisions are you [email protected]@ gy g
We work nationally in the clean energy industry and are always open to exploring partnership opportunitiesare always open to exploring partnership opportunities.
Data SourcesProgram: • CVRP EV Consumer Survey (n=19,460)
– EV purchase/lease dates 9/2012–5/2015– Weights applied to make responses represent 91,085 program
participants along the dimensions of vehicle model, county, and buy vs. lease
• CVRP CV Consumer Survey (n=9 744)• CVRP CV Consumer Survey (n=9,744)– EV purchase/lease dates 9/2012–3/2016
• CVRP CV Consumer Survey ‐ FCEV (n=47)– EV purchase/lease dates 3/2016–9/2016EV purchase/lease dates 3/2016 9/2016
• CVRP Rebate Applications (n=164,934)– EV purchase/lease dates 3/2010–9/2016
Market:Market:• EV Registration Data (Polk, N=187,206)
– EV registration dates 3/2010–12/2015
37